gcz1997

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

osmnx

OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

ml-road

Machine Learning Resources, Practice and Research

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

PPOxFamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

attention-learn-to-route

Attention based model for learning to solve different routing problems

imitation

Code for the paper "Generative Adversarial Imitation Learning"

Deep-Learning-with-PyTorch

Deep Learning with PyTorch, published by Packt

Decision_tree-python

决策树分类（ID3，C4.5，CART）

trafficSimulator

A microscopic traffic simulation in Python

inverse_rl

ML

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

Social-LSTM-VehicleTrajectory

Social LSTM using PyTorch for Vehicle Data

gail-driver

NGSIM-US-101-trajectory-dataset-smoothing

smoothing the NGSIM US-101 trajectory dataset using Savitzky-Golay Filter

Eins

Simulations of Traffic System Based on the Theory of Cellular Automaton / 基于元胞自动机的交通系统仿真

Hands-On-Meta-Learning-with-Python

Hands-On Meta Learning with Python

MDAM

LeetCode

HMNet

PateGail

daisy

airl

learning robust rewards with adversarial inverse reinforcement learning

Deep-Learning-Optimizers

SSAE

A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction